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Subtask-aware Representation Learning for Predicting Antibiotic Resistance Gene Properties via Gating-controlled Mechanism IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-19 Weizhong Zhao, Junze Wu, Shujie Luo, Xingpeng Jiang, Tingting He, Xiaohua Hu
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Adaptive Multi-dimensional Weighted Network with Category-aware Contrastive Learning for Fine-grained Hand Bone Segmentation IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-19 Bolun Zeng, Li Chen, Yuanyi Zheng, Xiaojun Chen
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MACTFusion: Lightweight Cross Transformer for Adaptive Multimodal Medical Image Fusion IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-19 Xinyu Xie, Xiaozhi Zhang, Xinglong Tang, Jiaxi Zhao, Dongping Xiong, Lijun Ouyang, Bin Yang, Hong Zhou, Bingo Wing-Kuen Ling, Kok Lay Teo
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Understanding the role of self-attention in a Transformer model for the discrimination of SCD from MCI using resting-state EEG IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-18 Elena Sibilano, Domenico Buongiorno, Michael Lassi, Antonello Grippo, Valentina Bessi, Sandro Sorbi, Alberto Mazzoni, Vitoantonio Bevilacqua, Antonio Brunetti
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Prognosis Prediction of Diffuse Large B-cell Lymphoma in $^{18}$F-FDG PET images Based on Multi-Deep-Learning Models IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-18 Chunjun Qian, Chong Jiang, Kai Xie, Chongyang Ding, Yue Teng, Jiawei Sun, Liugang Gao, Zhengyang Zhou, Xinye Ni
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Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-18 Marco Postiglione, Daniel Bean, Zeljko Kraljevic, Richard JB Dobson, Vincenzo Moscato
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A Coarse-Fine Collaborative Learning Model for Three Vessel Segmentation in Fetal Cardiac Ultrasound Images IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-18 Shan Ling, Laifa Yan, Rongsong Mao, Jizhou Li, Haoran Xi, Fei Wang, Xiaolin Li, Min He
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Involution Transformer based U-Net for Landmark Detection in Ultrasound Images for Diagnosis of Infantile DDH IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-17 Tianxiang Huang, Jing Shi, Juncheng Li, Jun Wang, Jun Du, Jun Shi
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Subgraph-Aware Graph Kernel Neural Network for Link Prediction in Biological Networks IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-17 Menglu Li, Zhiwei Wang, Luotao Liu, Xuan Liu, Wen Zhang
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Computational Interpersonal Communication Model for Screening Autistic Toddlers: A Case Study of Response-to-Name IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-16 Wei Nie, Bingrui Zhou, Zhiyong Wang, Bowen Chen, Xinming Wang, Chunchun Hu, Huiping Li, Qiong Xu, Xiu Xu, Honghai Liu
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tFUSFormer: Physics-guided super-resolution Transformer for simulation of transcranial focused ultrasound propagation in brain stimulation IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-16 Minwoo Shin, Minjee Seo, Seung-Schik Yoo, Kyungho Yoon
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A computational framework for predicting novel drug indications using graph convolutional network with contrastive learning IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-12 Yuxun Luo, Wenyu Shan, Li Peng, Lingyun Luo, Pingjian Ding, Wei Liang
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Cross-Domain Feature Disentanglement for Interpretable Modeling of Tumor Microenvironment Impact on Drug Response IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-12 Jia Zhai, Hui Liu
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MEDi-SOL: Multi Ensemble Distribution Model for Estimating Sleep Onset Latency IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-10 Seungwon Oh, Young-Seok Kweon, Gi-Hwan Shin, Seong-Whan Lee
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Predicting Blood Pressures for Pregnant Women by PPG and Personalized Deep Learning IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-10 Duc Huy Nguyen, Paul C.-P. Chao, Hiu Fai Yan, Tse-Yi Tu, Chin-Hung Cheng, Tan-Phat Phan
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Multimodal Drug Target Binding Affinity Prediction using Graph Local Substructure IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-10 Xun Peng, Chunping Ouyang, Yongbin Liu, Ying Yu, Jian Liu, Min Chen
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Protecting Prostate Cancer Classification from Rectal Artifacts via Targeted Adversarial Training IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-09 Lei Hu, Dawei Zhou, Jiahua Xu, Cheng Lu, Chu Han, Zhenwei Shi, Qikui Zhu, Xinbo Gao, Nannan Wang, Zaiyi Liu
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Evolutionary Ensemble Learning for EEG-based Cross-Subject Emotion Recognition IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-09 Hanzhong Zhang, Tienyu Zuo, Zhiyang Chen, Xin Wang, Poly Z.H. Sun
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IEEE Journal of Biomedical and Health Informatics Information for Authors IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-09
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Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-09 Sumit Singh, Mohammad Hossein Anisi, Anish Jindal, Delaram Jarchi
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Exploring Generalizable Distillation for Efficient Medical Image Segmentation IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-09 Xingqun Qi, Zhuojie Wu, Wenxuan Zou, Min Ren, Yifan Gao, Muyi Sun, Shanghang Zhang, Caifeng Shan, Zhenan Sun
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Model and Data Dual-Driven Double-Point Observation Network for Ultra-Short MI EEG Classification IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-09 Xu Niu, Na Lu, Ruofan Yan, Huan Luo
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Predicting Alzheimer's Disease Progression using a Versatile-Sequence-Length-Adaptive Encoder-Decoder LSTM Architecture IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-09 Km Poonam, Rajlakshmi Guha, Partha P Chakrabarti
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Dual-Channel Prototype Network for Few-Shot Pathology Image Classification IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-08 Hao Quan, Xinjia Li, Dayu Hu, Tianhang Nan, Xiaoyu Cui
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Redefining the Game: MVAE-DFDPnet's Low-Dimensional Embeddings for Superior Drug-Protein Interaction Predictions IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-08 Liang-Yong Xia, Yu Wu, Longfei Zhao, Leying Chen, Shiyi Zhang, Mengdi Wang, Jie Luo
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Guest Editorial Insights of Machine Learning into Medical Decision Making Systems: From Research to Practice IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-08 Ghulam Muhammad, Farook Sattar, Zulfiqar Ali
Machine learning approaches, formerly utilized for making informed decisions, are now essential for incorporating into intelligent healthcare systems. Reliability is crucial for developing and evaluating machine learning models with quickly growing datasets. Machine learning may assist healthcare facilities in meeting increasing pharmaceutical needs, improving negotiations, and reducing expenses. Implementing
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Guest Editorial Advanced Machine Learning and Artificial Intelligence Tools for Computational Biology: Methodologies and Challenges IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-08 Fahmi Khalifa, Imran Razzak, Mohammad Amjad Kamal, Ahmed Soliman
In recent years, the management and analysis of biological data have experienced exponential growth propelled by the relentless advancement of machine learning (ML) and artificial intelligence (AI) technologies. This is driven mainly by the remarkable ability and potentials of AI-based systems to craft sophisticated, yet effective, algorithms and analytical models tailored for the interpretation of
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Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-05 Zolnamar Dorjsembe, Hsing-Kuo Pao, Sodtavilan Odonchimed, Furen Xiao
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MAMLCDA: A Meta-Learning Model for Predicting circRNA-Disease Association Based on MAML Combined With CNN IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-05 Yuanyi Tian, Quan Zou, ChunYu Wang, Cangzhi Jia
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IEEE Journal of Biomedical and Health Informatics Publication Information IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-05
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Deep Self-Reconstruction Fusion Similarity Hashing for the Diagnosis of Alzheimer's Disease on Multi-Modal Data IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-03 Tian-Ru Wu, Cui-Na Jiao, Xinchun Cui, Yan-Li Wang, Chun-Hou Zheng, Jin-Xing Liu
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A Lesion-Fusion Neural Network for Multi-View Diabetic Retinopathy Grading IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-03 Xiaoling Luo, Qihao Xu, Zhihua Wang, Chao Huang, Chengliang Liu, Xiaopeng Jin, Jianguo Zhang
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pathCLIP: Detection of Genes and Gene Relations from Biological Pathway Figures through Image-Text Contrastive Learning IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-03 Fei He, Kai Liu, Zhiyuan Yang, Yibo Chen, Richard D. Hammer, Dong Xu, Mihail Popescu
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scDMAE: A Generative Denoising Model Adopted Mask Strategy for scRNA-Seq Data Recovery IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-03 Wei Liu, Youze Pan, Zhijie Teng, Junlin Xu
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Decomposing Task-Relevant Information from Surface Electromyogram for User-Generic Dexterous Finger Force Decoding IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-03 Jiahao Fan, Xiaogang Hu
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De-biased Disentanglement Learning for Pulmonary Embolism Survival Prediction on Multimodal Data IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-03 Zhusi Zhong, Jie Li, Shreyas Kulkarni, Helen Zhang, Fayez H. Fayad, Yang Li, Scott Collins, Harrison Bai, Sun Ho Ahn, Michael K. Atalay, Xinbo Gao, Zhicheng Jiao
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A Hierarchical Graph Neural Network Framework for Predicting Protein-Protein Interaction Modulators with Functional Group Information and Hypergraph Structure IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-02 Zitong Zhang, Lingling Zhao, Junjie Wang, Chunyu Wang
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Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-02 Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
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Developing deep LSTMs with later temporal attention for predicting COVID-19 severity, clinical outcome, and antibody level by screening serological indicators over time IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-02 Jiaxin Cai, Yang Li, Baichen Liu, Zhixi Wu, Shengjun Zhu, Qiliang Chen, Qing Lei, Hongyan Hou, Zhibin Guo, Hewei Jiang, Shujuan Guo, Feng Wang, Shengjing Huang, Shunzhi Zhu, Xionglin Fan, Shengce Tao
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NKUT: Dataset and Benchmark for Pediatric Mandibular Wisdom Teeth Segmentation IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-01 Zhenhuan Zhou, Yuzhu Chen, Along He, Xitao Que, Kai Wang, Rui Yao, Tao Li
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Sliding Window Optimal Transport for Open World Artifact Detection in Histopathology IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-01 Moritz Fuchs, Mirko Konstantin, Nicolas Schrade, Leonille Schweizer, Yuri Tolkach, Anirban Mukhopadhyay
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FedIOD: Federated Multi-Organ Segmentation From Partial Labels by Exploring Inter-Organ Dependency IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-01 Qin Wan, Zengqiang Yan, Li Yu
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GaitNet+ARL: A Deep Learning Algorithm for Interpretable Gait Analysis of Chronic Ankle Instability IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-01 Haidong Gu, Sheng-Che Yen, Eric Folmar, Chun-An Chou
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Motif-Aware miRNA-Disease Association Prediction Via Hierarchical Attention Network IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-01 Bo-Wei Zhao, Yi-Zhou He, Xiao-Rui Su, Yue Yang, Guo-Dong Li, Yu-An Huang, Peng-Wei Hu, Zhu-Hong You, Lun Hu
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Tracking Tidal Volume from Holter and Wearable Armband Electrocardiogram Monitoring IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-04-01 Jesús Lázaro, Natasa Reljin, Raquel Bailón, Eduardo Gil, Yeonsik Noh, Pablo Laguna, Ki H. Chon
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FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-29 Young-Han Son, Dong-Hee Shin, Tae-Eui Kam
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Estimating the severity of obstructive sleep apnea using ECG, respiratory effort and neural networks IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-29 Pedro Fonseca, Marco Ross, Andreas Cerny, Peter Anderer, Fons Schipper, Angela Grassi, Merel van Gilst, Sebastiaan Overeem
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Predicting Arterial Stiffness from Single-Channel Photoplethysmography Signal: A Feature Interaction-Based Approach IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-29 Yawei Chen, Xuezhi Yang, Rencheng Song, Xuenan Liu, Jie Zhang
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Equivariant Line Graph Neural Network for Protein-Ligand Binding Affinity Prediction IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-29 Yiqiang Yi, Xu Wan, Kangfei Zhao, Le Ou-Yang, Peilin Zhao
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Property-guided few-shot learning for molecular property prediction with dual-view encoder and relation graph learning network IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-27 Lianwei Zhang, Dongjiang Niu, Beiyi Zhang, Qiang Zhang, Zhen Li
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MCD-LightGBM System for Intelligent Analyzing Heterogeneous Clinical Drug Therapeutic Effects IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-27 Xiao-Hui Yang, Hao-Jie Liao, Pei- Yu Sun, Jing Ma, Bing Wang, Yan He, Liu-Gen Xue, Li-Min Su, Bin-Jie Wang
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WDFF-Net: Weighted Dual-branch Feature Fusion Network for Polyp Segmentation with Object-aware Attention Mechanism IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-27 Jie Cao, Xin Wang, Zhiwei Qu, Li Zhuo, Xiaoguang Li, Hui Zhang, Yang Yang, Wei Wei
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Benchmarking Supervised and Self-Supervised Learning Methods in A Large Ultrasound Muti-task Images Dataset IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-27 Peizhong Liu, Jiansong Zhang, Xiuming Wu, Shunlan Liu, Yanli Wang, Longxiang Feng, Yong Diao, Zhonghua Liu, Guorong Lyu, Yongjian Chen
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MSMTSeg: Multi-Stained Multi-Tissue Segmentation of Kidney Histology Images via Generative Self-Supervised Meta-Learning Framework IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-25 Xueyu Liu, Rui Wang, Yexin Lai, Yongfei Wu, Hangbei Cheng, Yuanyue Lu, Jianan Zhang, Ning Hao, Chenglong Ban, Yanru Wang, Shuqin Tang, Yuxuan Yang, Ming Li, Xiaoshuang Zhou, Wen Zheng
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Predicting ICU Interventions: A Transparent Decision Support Model Based on Multivariate Time Series Graph Convolutional Neural Network IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-21 Zhen Xu, Jinjin Guo, Lang Qin, Yuntao Xie, Yao Xiao, Xinran Lin, Qiming Li, Xinyang Li
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A Fusion Network with Stacked Denoise Autoencoder and Meta Learning for Lateral Walking Gait Phase Recognition and Multi-Step-Ahead Prediction IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-21 Wujing Cao, Changyu Li, Lijun Yang, Meng Yin, Chunjie Chen, Worawarit Kobsiriphat, Thanak Utakapan, Yizhuang Yang, Haoyong Yu, Xinyu Wu
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PMMNet: A Dual Branch Fusion Network of Point Cloud and Multi-View for Intracranial Aneurysm Classification and Segmentation IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-21 Ruifen Cao, Dongwei Zhang, Pijing Wei, Yun Ding, Chunhou Zheng, Dayu Tan, Chao Zhou
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A Secure and Interpretable AI for Smart Healthcare System: A Case Study on Epilepsy Diagnosis Using EEG Signals IEEE J. Biomed. Health Inform. (IF 7.7) Pub Date : 2024-03-20 Ijaz Ahmad, Mingxing Zhu, Guanglin Li, Danish Javeed, Prabhat Kumar, Shixiong Chen